AI matched human mental-health judgments in 80% of tests
Victoria University researchers trained two AI models on one million Reddit health-related threads.
Modelli, agenti, applicazioni: l’intelligenza artificiale messa al lavoro su problemi reali.
Qui l’intelligenza artificiale si giudica sulle prove: che cosa fa, per chi, a quale costo. La rubrica segue i modelli e i loro progressi misurabili, gli agenti che eseguono compiti reali e soprattutto le adozioni sul campo — un ospedale che esamina più pazienti, una rete elettrica gestita meglio, un’amministrazione che risponde più in fretta. L’IA spettacolo, i round di finanziamento senza prodotto e le profezie non trovano posto.
Preferiamo i casi d’uso documentati, numeri alla mano: quanti esami, quale tasso d’errore, quale risparmio. Gli attori non occidentali — laboratori cinesi, indiani, emiratini — sono trattati come quelli americani, perché buona parte dell’adozione reale avviene lì. Ogni articolo cita le sue fonti e distingue il prototipo dal servizio in produzione.
Victoria University researchers trained two AI models on one million Reddit health-related threads.
OpenRouter counted around 295 million requests to Ox Alpha by August 25.
Granite 4.2 comes in 3B, 8B and 30B parameter versions for download and self-hosting.
Qwen 3.8 27B and PPLX 27B initially run on Nvidia's DGX Spark with 128 GB of Unified Memory.
NWPU’s FIRMED dataset marks emotional moments in four-second windows, rather than labeling an entire video.
It automatically organizes clinical conversations into SOAP-format electronic medical records.
The Indian startup processes 20 million call attempts a month and serves 1,200 Practo clinics.
Anthropic’s update lets Claude carry project details from conversations into Cowork without a fresh briefing.
Nvidia is distributing the new Ray Reconstruction model as “Preset F” through the Nvidia app.
First Draft analyzes multiple clips and cuts pauses into a ready-to-edit Reel.
The compact board delivers 78 TOPS of AI compute with 8GB of memory and an eight-core Arm CPU.
Legal AI company Harvey has launched Tenet for legal tasks involving iterative retrieval, tool use and document production.
Groq 3 LPX is now in full production as part of NVIDIA’s Vera Rubin platform.
Motion Assist places dots at the screen’s edge and moves them with a vehicle’s turns, braking and acceleration.
Tencent is bringing QQ Pet, discontinued 8 years ago, back to mobile QQ and integrating the Hunyuan Hy3 large model.
With integrated plugin 7.0.0, Photoshop and Illustrator can be called up through conversation.
The teacher-administered test covers listening, speaking, reading and writing across four proficiency levels.
ifanr testing shows Doubao Work can turn event materials into editable documents, spreadsheets and presentations.